{"id":"W4241492275","doi":"10.5325/shaw.40.2.0397","title":"Notices","year":2020,"lang":"en","type":"article","venue":"Shaw","topic":"Literature Analysis and Criticism","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003299349,0.001404487,0.001029806,0.003982329,0.004675312,0.009350827,0.00210781,0.004097156,0.7994908],"category_scores_gemma":[0.01608058,0.0007974796,0.001263919,0.002952768,0.001054324,0.006148069,0.004433365,0.004057258,0.7248541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002866506,"about_ca_system_score_gemma":0.005339137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006491848,"about_ca_topic_score_gemma":0.008577351,"domain_scores_codex":[0.995249,0.0004475573,0.0002944947,0.0005335371,0.00292831,0.0005470414],"domain_scores_gemma":[0.9878951,0.001207356,0.0004619662,0.001369876,0.007186623,0.001879038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001959676,0.00001316785,0.00005796335,0.00006671808,0.000001232247,0.00003878204,0.00004819071,0.00001456124,0.0001277478,0.003007329,0.9766558,0.01994894],"study_design_scores_gemma":[0.000002811847,0.000006563453,0.0001086574,0.0000261841,6.070037e-7,0.00002954429,0.00004506611,0.000009691841,0.00003926356,0.000344642,0.9993829,0.000004145357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004547293,0.00163363,0.001110175,0.007110416,0.02650886,0.0003848941,0.006163949,0.002375933,0.9542574],"genre_scores_gemma":[0.001115687,0.0004752319,0.0003195129,0.001812761,0.001888133,0.0001172221,0.001998975,0.0005814303,0.991691],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7994908,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359526953493429,"score_gpt":0.2732972802560263,"score_spread":0.249702010721092,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}